Ava Davis
Founder, Ava Davis Studio LLC
Open TraceRank
Proof

Public proof that can actually be inspected.

This page exists to make the product, the scope, the output structure, and the trust architecture easier to verify before purchase.

5
public-safe proof cases
22%–80%
first-value range shown
1
ranked next move
Live
product + prototype + repo
What the product proves

TraceRank is narrow on purpose. The point is not to replace an analytics stack. The point is to return a sharper decision when the team can already see friction but cannot isolate what should be fixed first.

The scope is bounded.
The output is decision-oriented.
The trust stack is public.
The operator is visible.
What the output includes
Strongest bottleneck
Repeated-effort zone
First-value rate
Median time to first value
Failure rate
Ranked intervention order
Collapse map
Activation trace
Public proof cases

The public-safe specimen set.

These are not client claims. They are public-safe proof objects used to demonstrate the output structure, range of failure modes, and shape of the decision logic.

Contained Setup Drag
Specimen
80% first-value • Setup bottleneck

Even relatively strong first-value performance can still hide a real setup drag that should be isolated before broader changes.

Moderate Verify Drag
Specimen
~70% first-value • Verify bottleneck

A flow that appears functional on the surface but still carries enough verify friction to distort what gets fixed first.

Create Account Wall
Specimen
~27% first-value • Create Account bottleneck

A harder front-door failure where the problem is not subtle. The value is in making the diagnosis clear and bounded.

Setup Retry Spiral
Specimen
~28% first-value • Setup repeated-effort

A repeated-effort pattern where user energy is burned in the same zone before first value is reached.

Verify Meltdown
Specimen
22% first-value • 78% failure • Verify collapse

The clearest proof case in the public set: severe failure, strong collapse concentration, and an obvious ranked next move.